That's the fictional lair of a Bond villain, Anon.
"Stromberg's obsession and passion is the ocean where he lives in his palace, named Atlantis, that could submerge itself underwater so as not to be seen or detected."
https://en.wikipedia.org/wiki/Karl_Stromberg